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<a href="host_2tensor__compare_8h.html">Go to the documentation of this file.</a><div class="fragment"><div class="line"><a name="l00001"></a><span class="lineno">    1</span>&#160;<span class="comment">/***************************************************************************************************</span></div><div class="line"><a name="l00002"></a><span class="lineno">    2</span>&#160;<span class="comment"> * Copyright (c) 2017-2019, NVIDIA CORPORATION.  All rights reserved.</span></div><div class="line"><a name="l00003"></a><span class="lineno">    3</span>&#160;<span class="comment"> *</span></div><div class="line"><a name="l00004"></a><span class="lineno">    4</span>&#160;<span class="comment"> * Redistribution and use in source and binary forms, with or without modification, are permitted</span></div><div class="line"><a name="l00005"></a><span class="lineno">    5</span>&#160;<span class="comment"> * provided that the following conditions are met:</span></div><div class="line"><a name="l00006"></a><span class="lineno">    6</span>&#160;<span class="comment"> *     * Redistributions of source code must retain the above copyright notice, this list of</span></div><div class="line"><a name="l00007"></a><span class="lineno">    7</span>&#160;<span class="comment"> *       conditions and the following disclaimer.</span></div><div class="line"><a name="l00008"></a><span class="lineno">    8</span>&#160;<span class="comment"> *     * Redistributions in binary form must reproduce the above copyright notice, this list of</span></div><div class="line"><a name="l00009"></a><span class="lineno">    9</span>&#160;<span class="comment"> *       conditions and the following disclaimer in the documentation and/or other materials</span></div><div class="line"><a name="l00010"></a><span class="lineno">   10</span>&#160;<span class="comment"> *       provided with the distribution.</span></div><div class="line"><a name="l00011"></a><span class="lineno">   11</span>&#160;<span class="comment"> *     * Neither the name of the NVIDIA CORPORATION nor the names of its contributors may be used</span></div><div class="line"><a name="l00012"></a><span class="lineno">   12</span>&#160;<span class="comment"> *       to endorse or promote products derived from this software without specific prior written</span></div><div class="line"><a name="l00013"></a><span class="lineno">   13</span>&#160;<span class="comment"> *       permission.</span></div><div class="line"><a name="l00014"></a><span class="lineno">   14</span>&#160;<span class="comment"> *</span></div><div class="line"><a name="l00015"></a><span class="lineno">   15</span>&#160;<span class="comment"> * THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS &quot;AS IS&quot; AND ANY EXPRESS OR</span></div><div class="line"><a name="l00016"></a><span class="lineno">   16</span>&#160;<span class="comment"> * IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND</span></div><div class="line"><a name="l00017"></a><span class="lineno">   17</span>&#160;<span class="comment"> * FITNESS FOR A PARTICULAR PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL NVIDIA CORPORATION BE LIABLE</span></div><div class="line"><a name="l00018"></a><span class="lineno">   18</span>&#160;<span class="comment"> * FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING,</span></div><div class="line"><a name="l00019"></a><span class="lineno">   19</span>&#160;<span class="comment"> * BUT NOT LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR PROFITS;</span></div><div class="line"><a name="l00020"></a><span class="lineno">   20</span>&#160;<span class="comment"> * OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY OF LIABILITY, WHETHER IN CONTRACT,</span></div><div class="line"><a name="l00021"></a><span class="lineno">   21</span>&#160;<span class="comment"> * STRICT LIABILITY, OR TOR (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE</span></div><div class="line"><a name="l00022"></a><span class="lineno">   22</span>&#160;<span class="comment"> * OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.</span></div><div class="line"><a name="l00023"></a><span class="lineno">   23</span>&#160;<span class="comment"> *</span></div><div class="line"><a name="l00024"></a><span class="lineno">   24</span>&#160;<span class="comment"> **************************************************************************************************/</span></div><div class="line"><a name="l00025"></a><span class="lineno">   25</span>&#160;<span class="comment">/* \file</span></div><div class="line"><a name="l00026"></a><span class="lineno">   26</span>&#160;<span class="comment">  \brief Defines host-side elementwise operations on TensorView.</span></div><div class="line"><a name="l00027"></a><span class="lineno">   27</span>&#160;<span class="comment">*/</span></div><div class="line"><a name="l00028"></a><span class="lineno">   28</span>&#160;</div><div class="line"><a name="l00029"></a><span class="lineno">   29</span>&#160;<span class="preprocessor">#pragma once</span></div><div class="line"><a name="l00030"></a><span class="lineno">   30</span>&#160;</div><div class="line"><a name="l00031"></a><span class="lineno">   31</span>&#160;<span class="comment">// Standard Library includes</span></div><div class="line"><a name="l00032"></a><span class="lineno">   32</span>&#160;<span class="preprocessor">#include &lt;utility&gt;</span></div><div class="line"><a name="l00033"></a><span class="lineno">   33</span>&#160;</div><div class="line"><a name="l00034"></a><span class="lineno">   34</span>&#160;<span class="comment">// Cutlass includes</span></div><div class="line"><a name="l00035"></a><span class="lineno">   35</span>&#160;<span class="preprocessor">#include &quot;<a class="code" href="cutlass_8h.html">cutlass/cutlass.h</a>&quot;</span></div><div class="line"><a name="l00036"></a><span class="lineno">   36</span>&#160;<span class="preprocessor">#include &quot;<a class="code" href="distribution_8h.html">cutlass/util/distribution.h</a>&quot;</span></div><div class="line"><a name="l00037"></a><span class="lineno">   37</span>&#160;<span class="comment">//#include &quot;cutlass/util/type_traits.h&quot;</span></div><div class="line"><a name="l00038"></a><span class="lineno">   38</span>&#160;<span class="preprocessor">#include &quot;<a class="code" href="host_2tensor__foreach_8h.html">tensor_foreach.h</a>&quot;</span></div><div class="line"><a name="l00039"></a><span class="lineno">   39</span>&#160;</div><div class="line"><a name="l00040"></a><span class="lineno">   40</span>&#160;<span class="keyword">namespace </span><a class="code" href="namespacecutlass.html">cutlass</a> {</div><div class="line"><a name="l00041"></a><span class="lineno">   41</span>&#160;<span class="keyword">namespace </span>reference {</div><div class="line"><a name="l00042"></a><span class="lineno">   42</span>&#160;<span class="keyword">namespace </span>host {</div><div class="line"><a name="l00043"></a><span class="lineno">   43</span>&#160;</div><div class="line"><a name="l00046"></a><span class="lineno">   46</span>&#160;</div><div class="line"><a name="l00047"></a><span class="lineno"><a class="line" href="namespacecutlass_1_1reference_1_1host_1_1detail.html">   47</a></span>&#160;<span class="keyword">namespace </span>detail {</div><div class="line"><a name="l00048"></a><span class="lineno">   48</span>&#160;</div><div class="line"><a name="l00049"></a><span class="lineno">   49</span>&#160;<span class="keyword">template</span> &lt;</div><div class="line"><a name="l00050"></a><span class="lineno">   50</span>&#160;  <span class="keyword">typename</span> Element,               </div><div class="line"><a name="l00051"></a><span class="lineno">   51</span>&#160;  <span class="keyword">typename</span> Layout&gt;                </div><div class="line"><a name="l00052"></a><span class="lineno"><a class="line" href="structcutlass_1_1reference_1_1host_1_1detail_1_1TensorEqualsFunc.html">   52</a></span>&#160;<span class="keyword">struct </span><a class="code" href="structcutlass_1_1reference_1_1host_1_1detail_1_1TensorEqualsFunc.html">TensorEqualsFunc</a> {</div><div class="line"><a name="l00053"></a><span class="lineno">   53</span>&#160;</div><div class="line"><a name="l00054"></a><span class="lineno">   54</span>&#160;  <span class="comment">//</span></div><div class="line"><a name="l00055"></a><span class="lineno">   55</span>&#160;  <span class="comment">// Data members</span></div><div class="line"><a name="l00056"></a><span class="lineno">   56</span>&#160;  <span class="comment">//</span></div><div class="line"><a name="l00057"></a><span class="lineno">   57</span>&#160;</div><div class="line"><a name="l00058"></a><span class="lineno"><a class="line" href="structcutlass_1_1reference_1_1host_1_1detail_1_1TensorEqualsFunc.html#ac2b2361d58c9105d14e369e4b34a5d6a">   58</a></span>&#160;  <a class="code" href="classcutlass_1_1TensorView.html">TensorView&lt;Element, Layout&gt;</a> <a class="code" href="structcutlass_1_1reference_1_1host_1_1detail_1_1TensorEqualsFunc.html#ac2b2361d58c9105d14e369e4b34a5d6a">lhs</a>;</div><div class="line"><a name="l00059"></a><span class="lineno"><a class="line" href="structcutlass_1_1reference_1_1host_1_1detail_1_1TensorEqualsFunc.html#a15a7b08ee45105dc3d40b86426824c4c">   59</a></span>&#160;  <a class="code" href="classcutlass_1_1TensorView.html">TensorView&lt;Element, Layout&gt;</a> <a class="code" href="structcutlass_1_1reference_1_1host_1_1detail_1_1TensorEqualsFunc.html#a15a7b08ee45105dc3d40b86426824c4c">rhs</a>;</div><div class="line"><a name="l00060"></a><span class="lineno"><a class="line" href="structcutlass_1_1reference_1_1host_1_1detail_1_1TensorEqualsFunc.html#a71114c0e6c154a9cc3f5a1e380dfc454">   60</a></span>&#160;  <span class="keywordtype">bool</span> <a class="code" href="structcutlass_1_1reference_1_1host_1_1detail_1_1TensorEqualsFunc.html#a71114c0e6c154a9cc3f5a1e380dfc454">result</a>;</div><div class="line"><a name="l00061"></a><span class="lineno">   61</span>&#160;</div><div class="line"><a name="l00063"></a><span class="lineno"><a class="line" href="structcutlass_1_1reference_1_1host_1_1detail_1_1TensorEqualsFunc.html#aefebe5071ef03b7e1094e0583a0b3f17">   63</a></span>&#160;  <a class="code" href="structcutlass_1_1reference_1_1host_1_1detail_1_1TensorEqualsFunc.html#aefebe5071ef03b7e1094e0583a0b3f17">TensorEqualsFunc</a>(): result(true) { }</div><div class="line"><a name="l00064"></a><span class="lineno">   64</span>&#160;</div><div class="line"><a name="l00066"></a><span class="lineno"><a class="line" href="structcutlass_1_1reference_1_1host_1_1detail_1_1TensorEqualsFunc.html#aa12bac99a9106cdaab016fe6172ed479">   66</a></span>&#160;  <a class="code" href="structcutlass_1_1reference_1_1host_1_1detail_1_1TensorEqualsFunc.html#aa12bac99a9106cdaab016fe6172ed479">TensorEqualsFunc</a>(</div><div class="line"><a name="l00067"></a><span class="lineno">   67</span>&#160;    <a class="code" href="classcutlass_1_1TensorView.html">TensorView&lt;Element, Layout&gt;</a> <span class="keyword">const</span> &amp;lhs_,</div><div class="line"><a name="l00068"></a><span class="lineno">   68</span>&#160;    <a class="code" href="classcutlass_1_1TensorView.html">TensorView&lt;Element, Layout&gt;</a> <span class="keyword">const</span> &amp;rhs_</div><div class="line"><a name="l00069"></a><span class="lineno">   69</span>&#160;  ) :</div><div class="line"><a name="l00070"></a><span class="lineno">   70</span>&#160;    lhs(lhs_), rhs(rhs_), result(true) { }</div><div class="line"><a name="l00071"></a><span class="lineno">   71</span>&#160;</div><div class="line"><a name="l00073"></a><span class="lineno"><a class="line" href="structcutlass_1_1reference_1_1host_1_1detail_1_1TensorEqualsFunc.html#a8c3f73d72f88355b5810e81199ca3a77">   73</a></span>&#160;  <span class="keywordtype">void</span> <a class="code" href="structcutlass_1_1reference_1_1host_1_1detail_1_1TensorEqualsFunc.html#a8c3f73d72f88355b5810e81199ca3a77">operator()</a>(<a class="code" href="structcutlass_1_1Coord.html">Coord&lt;Layout::kRank&gt;</a> <span class="keyword">const</span> &amp;coord) {</div><div class="line"><a name="l00074"></a><span class="lineno">   74</span>&#160;</div><div class="line"><a name="l00075"></a><span class="lineno">   75</span>&#160;    Element lhs_ = lhs.<a class="code" href="classcutlass_1_1TensorRef.html#a8758907a1c9b1fcd00e7ece626d03b76">at</a>(coord);</div><div class="line"><a name="l00076"></a><span class="lineno">   76</span>&#160;    Element rhs_ = rhs.<a class="code" href="classcutlass_1_1TensorRef.html#a8758907a1c9b1fcd00e7ece626d03b76">at</a>(coord);</div><div class="line"><a name="l00077"></a><span class="lineno">   77</span>&#160;    </div><div class="line"><a name="l00078"></a><span class="lineno">   78</span>&#160;    <span class="keywordflow">if</span> (lhs_ != rhs_) {</div><div class="line"><a name="l00079"></a><span class="lineno">   79</span>&#160;      result = <span class="keyword">false</span>;</div><div class="line"><a name="l00080"></a><span class="lineno">   80</span>&#160;    }  </div><div class="line"><a name="l00081"></a><span class="lineno">   81</span>&#160;  }</div><div class="line"><a name="l00082"></a><span class="lineno">   82</span>&#160;</div><div class="line"><a name="l00084"></a><span class="lineno"><a class="line" href="structcutlass_1_1reference_1_1host_1_1detail_1_1TensorEqualsFunc.html#a3e00265cbfaf8471fdb1adb2ba590572">   84</a></span>&#160;  <span class="keyword">operator</span> bool()<span class="keyword"> const </span>{</div><div class="line"><a name="l00085"></a><span class="lineno">   85</span>&#160;    <span class="keywordflow">return</span> <a class="code" href="structcutlass_1_1reference_1_1host_1_1detail_1_1TensorEqualsFunc.html#a71114c0e6c154a9cc3f5a1e380dfc454">result</a>;</div><div class="line"><a name="l00086"></a><span class="lineno">   86</span>&#160;  }</div><div class="line"><a name="l00087"></a><span class="lineno">   87</span>&#160;};</div><div class="line"><a name="l00088"></a><span class="lineno">   88</span>&#160;</div><div class="line"><a name="l00089"></a><span class="lineno">   89</span>&#160;} <span class="comment">// namespace detail</span></div><div class="line"><a name="l00090"></a><span class="lineno">   90</span>&#160;</div><div class="line"><a name="l00092"></a><span class="lineno">   92</span>&#160;</div><div class="line"><a name="l00094"></a><span class="lineno">   94</span>&#160;<span class="keyword">template</span> &lt;</div><div class="line"><a name="l00095"></a><span class="lineno">   95</span>&#160;  <span class="keyword">typename</span> Element,               </div><div class="line"><a name="l00096"></a><span class="lineno">   96</span>&#160;  <span class="keyword">typename</span> Layout&gt;                </div><div class="line"><a name="l00097"></a><span class="lineno"><a class="line" href="namespacecutlass_1_1reference_1_1host.html#a317479d2bc5b4d4ed3ec0b8e51ff1150">   97</a></span>&#160;<span class="keywordtype">bool</span> <a class="code" href="namespacecutlass_1_1reference_1_1host.html#a317479d2bc5b4d4ed3ec0b8e51ff1150">TensorEquals</a>(</div><div class="line"><a name="l00098"></a><span class="lineno">   98</span>&#160;  <a class="code" href="classcutlass_1_1TensorView.html">TensorView&lt;Element, Layout&gt;</a> <span class="keyword">const</span> &amp;<a class="code" href="structcutlass_1_1reference_1_1host_1_1detail_1_1TensorEqualsFunc.html#ac2b2361d58c9105d14e369e4b34a5d6a">lhs</a>, </div><div class="line"><a name="l00099"></a><span class="lineno">   99</span>&#160;  <a class="code" href="classcutlass_1_1TensorView.html">TensorView&lt;Element, Layout&gt;</a> <span class="keyword">const</span> &amp;<a class="code" href="structcutlass_1_1reference_1_1host_1_1detail_1_1TensorEqualsFunc.html#a15a7b08ee45105dc3d40b86426824c4c">rhs</a>) {</div><div class="line"><a name="l00100"></a><span class="lineno">  100</span>&#160;</div><div class="line"><a name="l00101"></a><span class="lineno">  101</span>&#160;  <span class="comment">// Extents must be identical</span></div><div class="line"><a name="l00102"></a><span class="lineno">  102</span>&#160;  <span class="keywordflow">if</span> (lhs.<a class="code" href="classcutlass_1_1TensorView.html#a7d3914dd5042c9c40be9e21a7b4e9ece">extent</a>() != rhs.<a class="code" href="classcutlass_1_1TensorView.html#a7d3914dd5042c9c40be9e21a7b4e9ece">extent</a>()) {</div><div class="line"><a name="l00103"></a><span class="lineno">  103</span>&#160;    <span class="keywordflow">return</span> <span class="keyword">false</span>;</div><div class="line"><a name="l00104"></a><span class="lineno">  104</span>&#160;  }</div><div class="line"><a name="l00105"></a><span class="lineno">  105</span>&#160;</div><div class="line"><a name="l00106"></a><span class="lineno">  106</span>&#160;  <a class="code" href="structcutlass_1_1reference_1_1host_1_1detail_1_1TensorEqualsFunc.html">detail::TensorEqualsFunc&lt;Element, Layout&gt;</a> func(lhs, rhs);</div><div class="line"><a name="l00107"></a><span class="lineno">  107</span>&#160;  <a class="code" href="namespacecutlass_1_1reference_1_1host.html#a8c798c04df572b34e3ed3976d69f993d">TensorForEach</a>(</div><div class="line"><a name="l00108"></a><span class="lineno">  108</span>&#160;    lhs.<a class="code" href="classcutlass_1_1TensorView.html#a7d3914dd5042c9c40be9e21a7b4e9ece">extent</a>(),</div><div class="line"><a name="l00109"></a><span class="lineno">  109</span>&#160;    func</div><div class="line"><a name="l00110"></a><span class="lineno">  110</span>&#160;  );</div><div class="line"><a name="l00111"></a><span class="lineno">  111</span>&#160;</div><div class="line"><a name="l00112"></a><span class="lineno">  112</span>&#160;  <span class="keywordflow">return</span> bool(func);</div><div class="line"><a name="l00113"></a><span class="lineno">  113</span>&#160;}</div><div class="line"><a name="l00114"></a><span class="lineno">  114</span>&#160;</div><div class="line"><a name="l00117"></a><span class="lineno">  117</span>&#160;</div><div class="line"><a name="l00119"></a><span class="lineno">  119</span>&#160;<span class="keyword">template</span> &lt;</div><div class="line"><a name="l00120"></a><span class="lineno">  120</span>&#160;  <span class="keyword">typename</span> Element,               </div><div class="line"><a name="l00121"></a><span class="lineno">  121</span>&#160;  <span class="keyword">typename</span> Layout&gt;                </div><div class="line"><a name="l00122"></a><span class="lineno"><a class="line" href="namespacecutlass_1_1reference_1_1host.html#a8fecbd766b668983848255e0e2532e55">  122</a></span>&#160;<span class="keywordtype">bool</span> <a class="code" href="namespacecutlass_1_1reference_1_1host.html#a8fecbd766b668983848255e0e2532e55">TensorNotEquals</a>(</div><div class="line"><a name="l00123"></a><span class="lineno">  123</span>&#160;  <a class="code" href="classcutlass_1_1TensorView.html">TensorView&lt;Element, Layout&gt;</a> <span class="keyword">const</span> &amp;<a class="code" href="structcutlass_1_1reference_1_1host_1_1detail_1_1TensorEqualsFunc.html#ac2b2361d58c9105d14e369e4b34a5d6a">lhs</a>, </div><div class="line"><a name="l00124"></a><span class="lineno">  124</span>&#160;  <a class="code" href="classcutlass_1_1TensorView.html">TensorView&lt;Element, Layout&gt;</a> <span class="keyword">const</span> &amp;<a class="code" href="structcutlass_1_1reference_1_1host_1_1detail_1_1TensorEqualsFunc.html#a15a7b08ee45105dc3d40b86426824c4c">rhs</a>) {</div><div class="line"><a name="l00125"></a><span class="lineno">  125</span>&#160;</div><div class="line"><a name="l00126"></a><span class="lineno">  126</span>&#160;  <span class="comment">// Extents must be identical</span></div><div class="line"><a name="l00127"></a><span class="lineno">  127</span>&#160;  <span class="keywordflow">if</span> (lhs.<a class="code" href="classcutlass_1_1TensorView.html#a7d3914dd5042c9c40be9e21a7b4e9ece">extent</a>() != rhs.<a class="code" href="classcutlass_1_1TensorView.html#a7d3914dd5042c9c40be9e21a7b4e9ece">extent</a>()) {</div><div class="line"><a name="l00128"></a><span class="lineno">  128</span>&#160;    <span class="keywordflow">return</span> <span class="keyword">true</span>;</div><div class="line"><a name="l00129"></a><span class="lineno">  129</span>&#160;  }</div><div class="line"><a name="l00130"></a><span class="lineno">  130</span>&#160;</div><div class="line"><a name="l00131"></a><span class="lineno">  131</span>&#160;  <a class="code" href="structcutlass_1_1reference_1_1host_1_1detail_1_1TensorEqualsFunc.html">detail::TensorEqualsFunc&lt;Element, Layout&gt;</a> func(lhs, rhs);</div><div class="line"><a name="l00132"></a><span class="lineno">  132</span>&#160;  <a class="code" href="namespacecutlass_1_1reference_1_1host.html#a8c798c04df572b34e3ed3976d69f993d">TensorForEach</a>(</div><div class="line"><a name="l00133"></a><span class="lineno">  133</span>&#160;    lhs.<a class="code" href="classcutlass_1_1TensorView.html#a7d3914dd5042c9c40be9e21a7b4e9ece">extent</a>(),</div><div class="line"><a name="l00134"></a><span class="lineno">  134</span>&#160;    func</div><div class="line"><a name="l00135"></a><span class="lineno">  135</span>&#160;  );</div><div class="line"><a name="l00136"></a><span class="lineno">  136</span>&#160;</div><div class="line"><a name="l00137"></a><span class="lineno">  137</span>&#160;  <span class="keywordflow">return</span> !bool(func);</div><div class="line"><a name="l00138"></a><span class="lineno">  138</span>&#160;}</div><div class="line"><a name="l00139"></a><span class="lineno">  139</span>&#160;</div><div class="line"><a name="l00142"></a><span class="lineno">  142</span>&#160;</div><div class="line"><a name="l00143"></a><span class="lineno">  143</span>&#160;<span class="keyword">namespace </span>detail {</div><div class="line"><a name="l00144"></a><span class="lineno">  144</span>&#160;</div><div class="line"><a name="l00145"></a><span class="lineno">  145</span>&#160;<span class="keyword">template</span> &lt;</div><div class="line"><a name="l00146"></a><span class="lineno">  146</span>&#160;  <span class="keyword">typename</span> Element,               </div><div class="line"><a name="l00147"></a><span class="lineno">  147</span>&#160;  <span class="keyword">typename</span> Layout&gt;                </div><div class="line"><a name="l00148"></a><span class="lineno"><a class="line" href="structcutlass_1_1reference_1_1host_1_1detail_1_1TensorContainsFunc.html">  148</a></span>&#160;<span class="keyword">struct </span><a class="code" href="structcutlass_1_1reference_1_1host_1_1detail_1_1TensorContainsFunc.html">TensorContainsFunc</a> {</div><div class="line"><a name="l00149"></a><span class="lineno">  149</span>&#160;</div><div class="line"><a name="l00150"></a><span class="lineno">  150</span>&#160;  <span class="comment">//</span></div><div class="line"><a name="l00151"></a><span class="lineno">  151</span>&#160;  <span class="comment">// Data members</span></div><div class="line"><a name="l00152"></a><span class="lineno">  152</span>&#160;  <span class="comment">//</span></div><div class="line"><a name="l00153"></a><span class="lineno">  153</span>&#160;</div><div class="line"><a name="l00154"></a><span class="lineno"><a class="line" href="structcutlass_1_1reference_1_1host_1_1detail_1_1TensorContainsFunc.html#aa2424651ff004007fbb4268b727573d1">  154</a></span>&#160; 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 <a class="code" href="structcutlass_1_1reference_1_1host_1_1detail_1_1TensorContainsFunc.html#a636bd16f4e88020b34ebdfce7379bf21">TensorContainsFunc</a>(</div><div class="line"><a name="l00168"></a><span class="lineno">  168</span>&#160;    <a class="code" href="classcutlass_1_1TensorView.html">TensorView&lt;Element, Layout&gt;</a> <span class="keyword">const</span> &amp;view_,</div><div class="line"><a name="l00169"></a><span class="lineno">  169</span>&#160;    Element value_</div><div class="line"><a name="l00170"></a><span class="lineno">  170</span>&#160;  ) :</div><div class="line"><a name="l00171"></a><span class="lineno">  171</span>&#160;    view(view_), value(value_), contains(false) { }</div><div class="line"><a name="l00172"></a><span class="lineno">  172</span>&#160;</div><div class="line"><a name="l00174"></a><span class="lineno"><a class="line" href="structcutlass_1_1reference_1_1host_1_1detail_1_1TensorContainsFunc.html#a6e4363ba937eebda8642074662fb985b">  174</a></span>&#160;  <span class="keywordtype">void</span> <a class="code" href="structcutlass_1_1reference_1_1host_1_1detail_1_1TensorContainsFunc.html#a6e4363ba937eebda8642074662fb985b">operator()</a>(<a class="code" href="structcutlass_1_1Coord.html">Coord&lt;Layout::kRank&gt;</a> <span class="keyword">const</span> &amp;coord) {</div><div class="line"><a name="l00175"></a><span class="lineno">  175</span>&#160;</div><div class="line"><a name="l00176"></a><span class="lineno">  176</span>&#160;    <span class="keywordflow">if</span> (view.<a class="code" href="classcutlass_1_1TensorRef.html#a8758907a1c9b1fcd00e7ece626d03b76">at</a>(coord) == value) {</div><div class="line"><a name="l00177"></a><span class="lineno">  177</span>&#160;      <span class="keywordflow">if</span> (!contains) {</div><div class="line"><a name="l00178"></a><span class="lineno">  178</span>&#160;        location = coord; </div><div class="line"><a name="l00179"></a><span class="lineno">  179</span>&#160;      }</div><div class="line"><a name="l00180"></a><span class="lineno">  180</span>&#160;      contains = <span class="keyword">true</span>;</div><div class="line"><a name="l00181"></a><span class="lineno">  181</span>&#160;    }</div><div class="line"><a name="l00182"></a><span class="lineno">  182</span>&#160;  }</div><div class="line"><a name="l00183"></a><span class="lineno">  183</span>&#160;</div><div class="line"><a name="l00185"></a><span class="lineno"><a class="line" href="structcutlass_1_1reference_1_1host_1_1detail_1_1TensorContainsFunc.html#a7766766e9565c6ece73c89baa9ae1d70">  185</a></span>&#160;  <span class="keyword">operator</span> bool()<span class="keyword"> const </span>{</div><div class="line"><a name="l00186"></a><span class="lineno">  186</span>&#160;    <span class="keywordflow">return</span> contains;</div><div class="line"><a name="l00187"></a><span class="lineno">  187</span>&#160;  }</div><div class="line"><a name="l00188"></a><span class="lineno">  188</span>&#160;};</div><div class="line"><a name="l00189"></a><span class="lineno">  189</span>&#160;</div><div class="line"><a name="l00190"></a><span class="lineno">  190</span>&#160;} <span class="comment">// namespace detail</span></div><div class="line"><a name="l00191"></a><span class="lineno">  191</span>&#160;</div><div class="line"><a name="l00193"></a><span class="lineno">  193</span>&#160;</div><div class="line"><a name="l00195"></a><span class="lineno">  195</span>&#160;<span class="keyword">template</span> &lt;</div><div class="line"><a name="l00196"></a><span class="lineno">  196</span>&#160;  <span class="keyword">typename</span> Element,               </div><div class="line"><a name="l00197"></a><span class="lineno">  197</span>&#160;  <span class="keyword">typename</span> Layout&gt;                </div><div class="line"><a name="l00198"></a><span class="lineno"><a class="line" href="namespacecutlass_1_1reference_1_1host.html#adcfbba47411196d82bb8cc4fb0f70402">  198</a></span>&#160;<span class="keywordtype">bool</span> <a class="code" href="namespacecutlass_1_1reference_1_1host.html#adcfbba47411196d82bb8cc4fb0f70402">TensorContains</a>(</div><div class="line"><a name="l00199"></a><span class="lineno">  199</span>&#160;  <a class="code" href="classcutlass_1_1TensorView.html">TensorView&lt;Element, Layout&gt;</a> <span class="keyword">const</span> &amp; view,</div><div class="line"><a name="l00200"></a><span class="lineno">  200</span>&#160;  Element value) {</div><div class="line"><a name="l00201"></a><span class="lineno">  201</span>&#160;</div><div class="line"><a name="l00202"></a><span class="lineno">  202</span>&#160; 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 );</div><div class="line"><a name="l00211"></a><span class="lineno">  211</span>&#160;</div><div class="line"><a name="l00212"></a><span class="lineno">  212</span>&#160;  <span class="keywordflow">return</span> bool(func);</div><div class="line"><a name="l00213"></a><span class="lineno">  213</span>&#160;}</div><div class="line"><a name="l00214"></a><span class="lineno">  214</span>&#160;</div><div class="line"><a name="l00216"></a><span class="lineno">  216</span>&#160;</div><div class="line"><a name="l00220"></a><span class="lineno">  220</span>&#160;<span class="keyword">template</span> &lt;</div><div class="line"><a name="l00221"></a><span class="lineno">  221</span>&#160;  <span class="keyword">typename</span> Element,               </div><div class="line"><a name="l00222"></a><span class="lineno">  222</span>&#160;  <span class="keyword">typename</span> Layout&gt;                </div><div class="line"><a name="l00223"></a><span class="lineno"><a class="line" href="namespacecutlass_1_1reference_1_1host.html#aa92b096c37d8a366390c368d17f21b85">  223</a></span>&#160;std::pair&lt;bool, Coord&lt;Layout::kRank&gt; &gt; <a class="code" href="namespacecutlass_1_1reference_1_1host.html#aa92b096c37d8a366390c368d17f21b85">TensorFind</a>(</div><div class="line"><a name="l00224"></a><span class="lineno">  224</span>&#160;  <a class="code" href="classcutlass_1_1TensorView.html">TensorView&lt;Element, Layout&gt;</a> <span class="keyword">const</span> &amp; view,</div><div class="line"><a name="l00225"></a><span class="lineno">  225</span>&#160;  Element value) {</div><div class="line"><a name="l00226"></a><span class="lineno">  226</span>&#160;</div><div class="line"><a name="l00227"></a><span class="lineno">  227</span>&#160;  <a class="code" href="structcutlass_1_1reference_1_1host_1_1detail_1_1TensorContainsFunc.html">detail::TensorContainsFunc&lt;Element, Layout&gt;</a> func(</div><div class="line"><a name="l00228"></a><span class="lineno">  228</span>&#160;    view,</div><div class="line"><a name="l00229"></a><span class="lineno">  229</span>&#160;    value</div><div class="line"><a name="l00230"></a><span class="lineno">  230</span>&#160;  );</div><div class="line"><a name="l00231"></a><span class="lineno">  231</span>&#160;</div><div class="line"><a name="l00232"></a><span class="lineno">  232</span>&#160;  <a class="code" href="namespacecutlass_1_1reference_1_1host.html#a8c798c04df572b34e3ed3976d69f993d">TensorForEach</a>(</div><div class="line"><a name="l00233"></a><span class="lineno">  233</span>&#160;    view.<a class="code" href="classcutlass_1_1TensorView.html#a7d3914dd5042c9c40be9e21a7b4e9ece">extent</a>(),</div><div class="line"><a name="l00234"></a><span class="lineno">  234</span>&#160;    func</div><div class="line"><a name="l00235"></a><span class="lineno">  235</span>&#160;  );</div><div class="line"><a name="l00236"></a><span class="lineno">  236</span>&#160;</div><div class="line"><a name="l00237"></a><span class="lineno">  237</span>&#160;  <span class="keywordflow">return</span> <a class="code" href="namespacecutlass_1_1platform.html#a90ce74c7faa4e27c888ce56e957b73d5">std::make_pair</a>(<span class="keywordtype">bool</span>(func), func.<a class="code" href="structcutlass_1_1reference_1_1host_1_1detail_1_1TensorContainsFunc.html#a77a8114df44c697e262f2b6afac6255e">location</a>);</div><div class="line"><a name="l00238"></a><span class="lineno">  238</span>&#160;}</div><div class="line"><a name="l00239"></a><span class="lineno">  239</span>&#160;</div><div class="line"><a name="l00242"></a><span class="lineno">  242</span>&#160;</div><div class="line"><a name="l00243"></a><span class="lineno">  243</span>&#160;} <span class="comment">// namespace host</span></div><div class="line"><a name="l00244"></a><span class="lineno">  244</span>&#160;} <span class="comment">// namespace reference</span></div><div class="line"><a name="l00245"></a><span class="lineno">  245</span>&#160;} <span class="comment">// namespace cutlass</span></div><div class="ttc" id="structcutlass_1_1reference_1_1host_1_1detail_1_1TensorContainsFunc_html_a94851c3df358846eb64df3dc5c17effe"><div class="ttname"><a href="structcutlass_1_1reference_1_1host_1_1detail_1_1TensorContainsFunc.html#a94851c3df358846eb64df3dc5c17effe">cutlass::reference::host::detail::TensorContainsFunc::TensorContainsFunc</a></div><div class="ttdeci">TensorContainsFunc()</div><div class="ttdoc">Ctor. </div><div class="ttdef"><b>Definition:</b> host/tensor_compare.h:164</div></div>
<div class="ttc" id="namespacecutlass_html"><div class="ttname"><a href="namespacecutlass.html">cutlass</a></div><div class="ttdef"><b>Definition:</b> aligned_buffer.h:35</div></div>
<div class="ttc" id="structcutlass_1_1reference_1_1host_1_1detail_1_1TensorContainsFunc_html"><div class="ttname"><a href="structcutlass_1_1reference_1_1host_1_1detail_1_1TensorContainsFunc.html">cutlass::reference::host::detail::TensorContainsFunc</a></div><div class="ttdoc">&lt; Layout function </div><div class="ttdef"><b>Definition:</b> host/tensor_compare.h:148</div></div>
<div class="ttc" id="structcutlass_1_1reference_1_1host_1_1detail_1_1TensorContainsFunc_html_a636bd16f4e88020b34ebdfce7379bf21"><div class="ttname"><a href="structcutlass_1_1reference_1_1host_1_1detail_1_1TensorContainsFunc.html#a636bd16f4e88020b34ebdfce7379bf21">cutlass::reference::host::detail::TensorContainsFunc::TensorContainsFunc</a></div><div class="ttdeci">TensorContainsFunc(TensorView&lt; Element, Layout &gt; const &amp;view_, Element value_)</div><div class="ttdoc">Ctor. </div><div class="ttdef"><b>Definition:</b> host/tensor_compare.h:167</div></div>
<div class="ttc" id="classcutlass_1_1TensorView_html_a7d3914dd5042c9c40be9e21a7b4e9ece"><div class="ttname"><a href="classcutlass_1_1TensorView.html#a7d3914dd5042c9c40be9e21a7b4e9ece">cutlass::TensorView::extent</a></div><div class="ttdeci">CUTLASS_HOST_DEVICE TensorCoord const &amp; extent() const </div><div class="ttdoc">Returns the extent of the view (the size along each logical dimension). </div><div class="ttdef"><b>Definition:</b> tensor_view.h:167</div></div>
<div class="ttc" id="namespacecutlass_1_1platform_html_a90ce74c7faa4e27c888ce56e957b73d5"><div class="ttname"><a href="namespacecutlass_1_1platform.html#a90ce74c7faa4e27c888ce56e957b73d5">cutlass::platform::make_pair</a></div><div class="ttdeci">CUTLASS_HOST_DEVICE std::pair&lt; T1, T2 &gt; make_pair(T1 t, T2 u)</div><div class="ttdef"><b>Definition:</b> platform.h:232</div></div>
<div class="ttc" id="structcutlass_1_1reference_1_1host_1_1detail_1_1TensorContainsFunc_html_a6e4363ba937eebda8642074662fb985b"><div class="ttname"><a href="structcutlass_1_1reference_1_1host_1_1detail_1_1TensorContainsFunc.html#a6e4363ba937eebda8642074662fb985b">cutlass::reference::host::detail::TensorContainsFunc::operator()</a></div><div class="ttdeci">void operator()(Coord&lt; Layout::kRank &gt; const &amp;coord)</div><div class="ttdoc">Visits a coordinate. </div><div class="ttdef"><b>Definition:</b> host/tensor_compare.h:174</div></div>
<div class="ttc" id="namespacecutlass_1_1reference_1_1host_html_a317479d2bc5b4d4ed3ec0b8e51ff1150"><div class="ttname"><a href="namespacecutlass_1_1reference_1_1host.html#a317479d2bc5b4d4ed3ec0b8e51ff1150">cutlass::reference::host::TensorEquals</a></div><div class="ttdeci">bool TensorEquals(TensorView&lt; Element, Layout &gt; const &amp;lhs, TensorView&lt; Element, Layout &gt; const &amp;rhs)</div><div class="ttdoc">Returns true if two tensor views are equal. </div><div class="ttdef"><b>Definition:</b> host/tensor_compare.h:97</div></div>
<div class="ttc" id="structcutlass_1_1reference_1_1host_1_1detail_1_1TensorContainsFunc_html_a77a8114df44c697e262f2b6afac6255e"><div class="ttname"><a href="structcutlass_1_1reference_1_1host_1_1detail_1_1TensorContainsFunc.html#a77a8114df44c697e262f2b6afac6255e">cutlass::reference::host::detail::TensorContainsFunc::location</a></div><div class="ttdeci">Coord&lt; Layout::kRank &gt; location</div><div class="ttdef"><b>Definition:</b> host/tensor_compare.h:157</div></div>
<div class="ttc" id="structcutlass_1_1reference_1_1host_1_1detail_1_1TensorContainsFunc_html_aa2424651ff004007fbb4268b727573d1"><div class="ttname"><a href="structcutlass_1_1reference_1_1host_1_1detail_1_1TensorContainsFunc.html#aa2424651ff004007fbb4268b727573d1">cutlass::reference::host::detail::TensorContainsFunc::view</a></div><div class="ttdeci">TensorView&lt; Element, Layout &gt; view</div><div class="ttdef"><b>Definition:</b> host/tensor_compare.h:154</div></div>
<div class="ttc" id="structcutlass_1_1reference_1_1host_1_1detail_1_1TensorEqualsFunc_html_ac2b2361d58c9105d14e369e4b34a5d6a"><div class="ttname"><a href="structcutlass_1_1reference_1_1host_1_1detail_1_1TensorEqualsFunc.html#ac2b2361d58c9105d14e369e4b34a5d6a">cutlass::reference::host::detail::TensorEqualsFunc::lhs</a></div><div class="ttdeci">TensorView&lt; Element, Layout &gt; lhs</div><div class="ttdef"><b>Definition:</b> host/tensor_compare.h:58</div></div>
<div class="ttc" id="structcutlass_1_1reference_1_1host_1_1detail_1_1TensorEqualsFunc_html_a8c3f73d72f88355b5810e81199ca3a77"><div class="ttname"><a href="structcutlass_1_1reference_1_1host_1_1detail_1_1TensorEqualsFunc.html#a8c3f73d72f88355b5810e81199ca3a77">cutlass::reference::host::detail::TensorEqualsFunc::operator()</a></div><div class="ttdeci">void operator()(Coord&lt; Layout::kRank &gt; const &amp;coord)</div><div class="ttdoc">Visits a coordinate. </div><div class="ttdef"><b>Definition:</b> host/tensor_compare.h:73</div></div>
<div class="ttc" id="namespacecutlass_1_1reference_1_1host_html_adcfbba47411196d82bb8cc4fb0f70402"><div class="ttname"><a href="namespacecutlass_1_1reference_1_1host.html#adcfbba47411196d82bb8cc4fb0f70402">cutlass::reference::host::TensorContains</a></div><div class="ttdeci">bool TensorContains(TensorView&lt; Element, Layout &gt; const &amp;view, Element value)</div><div class="ttdoc">Returns true if a value is present in a tensor. </div><div class="ttdef"><b>Definition:</b> host/tensor_compare.h:198</div></div>
<div class="ttc" id="classcutlass_1_1TensorView_html"><div class="ttname"><a href="classcutlass_1_1TensorView.html">cutlass::TensorView&lt; Element, Layout &gt;</a></div></div>
<div class="ttc" id="structcutlass_1_1reference_1_1host_1_1detail_1_1TensorContainsFunc_html_a36f817e5b6e993ac3c9aaf78186a1ffb"><div class="ttname"><a href="structcutlass_1_1reference_1_1host_1_1detail_1_1TensorContainsFunc.html#a36f817e5b6e993ac3c9aaf78186a1ffb">cutlass::reference::host::detail::TensorContainsFunc::contains</a></div><div class="ttdeci">bool contains</div><div class="ttdef"><b>Definition:</b> host/tensor_compare.h:156</div></div>
<div class="ttc" id="structcutlass_1_1reference_1_1host_1_1detail_1_1TensorEqualsFunc_html_aefebe5071ef03b7e1094e0583a0b3f17"><div class="ttname"><a href="structcutlass_1_1reference_1_1host_1_1detail_1_1TensorEqualsFunc.html#aefebe5071ef03b7e1094e0583a0b3f17">cutlass::reference::host::detail::TensorEqualsFunc::TensorEqualsFunc</a></div><div class="ttdeci">TensorEqualsFunc()</div><div class="ttdoc">Ctor. </div><div class="ttdef"><b>Definition:</b> host/tensor_compare.h:63</div></div>
<div class="ttc" id="distribution_8h_html"><div class="ttname"><a href="distribution_8h.html">distribution.h</a></div><div class="ttdoc">This header contains a class to parametrize a statistical distribution function. </div></div>
<div class="ttc" id="namespacecutlass_1_1reference_1_1host_html_a8fecbd766b668983848255e0e2532e55"><div class="ttname"><a href="namespacecutlass_1_1reference_1_1host.html#a8fecbd766b668983848255e0e2532e55">cutlass::reference::host::TensorNotEquals</a></div><div class="ttdeci">bool TensorNotEquals(TensorView&lt; Element, Layout &gt; const &amp;lhs, TensorView&lt; Element, Layout &gt; const &amp;rhs)</div><div class="ttdoc">Returns true if two tensor views are NOT equal. </div><div class="ttdef"><b>Definition:</b> host/tensor_compare.h:122</div></div>
<div class="ttc" id="structcutlass_1_1Coord_html"><div class="ttname"><a href="structcutlass_1_1Coord.html">cutlass::Coord&lt; Layout::kRank &gt;</a></div></div>
<div class="ttc" id="structcutlass_1_1reference_1_1host_1_1detail_1_1TensorContainsFunc_html_a80bf16c749e4982762864ef9ef88969a"><div class="ttname"><a href="structcutlass_1_1reference_1_1host_1_1detail_1_1TensorContainsFunc.html#a80bf16c749e4982762864ef9ef88969a">cutlass::reference::host::detail::TensorContainsFunc::value</a></div><div class="ttdeci">Element value</div><div class="ttdef"><b>Definition:</b> host/tensor_compare.h:155</div></div>
<div class="ttc" id="classcutlass_1_1TensorRef_html_a8758907a1c9b1fcd00e7ece626d03b76"><div class="ttname"><a href="classcutlass_1_1TensorRef.html#a8758907a1c9b1fcd00e7ece626d03b76">cutlass::TensorRef::at</a></div><div class="ttdeci">CUTLASS_HOST_DEVICE Reference at(TensorCoord const &amp;coord) const </div><div class="ttdoc">Returns a reference to the element at a given Coord. </div><div class="ttdef"><b>Definition:</b> tensor_ref.h:307</div></div>
<div class="ttc" id="structcutlass_1_1reference_1_1host_1_1detail_1_1TensorEqualsFunc_html_aa12bac99a9106cdaab016fe6172ed479"><div class="ttname"><a href="structcutlass_1_1reference_1_1host_1_1detail_1_1TensorEqualsFunc.html#aa12bac99a9106cdaab016fe6172ed479">cutlass::reference::host::detail::TensorEqualsFunc::TensorEqualsFunc</a></div><div class="ttdeci">TensorEqualsFunc(TensorView&lt; Element, Layout &gt; const &amp;lhs_, TensorView&lt; Element, Layout &gt; const &amp;rhs_)</div><div class="ttdoc">Ctor. </div><div class="ttdef"><b>Definition:</b> host/tensor_compare.h:66</div></div>
<div class="ttc" id="namespacecutlass_1_1reference_1_1host_html_a8c798c04df572b34e3ed3976d69f993d"><div class="ttname"><a href="namespacecutlass_1_1reference_1_1host.html#a8c798c04df572b34e3ed3976d69f993d">cutlass::reference::host::TensorForEach</a></div><div class="ttdeci">void TensorForEach(Coord&lt; Rank &gt; extent, Func &amp;func)</div><div class="ttdoc">Iterates over the index space of a tensor. </div><div class="ttdef"><b>Definition:</b> host/tensor_foreach.h:87</div></div>
<div class="ttc" id="structcutlass_1_1reference_1_1host_1_1detail_1_1TensorEqualsFunc_html_a71114c0e6c154a9cc3f5a1e380dfc454"><div class="ttname"><a href="structcutlass_1_1reference_1_1host_1_1detail_1_1TensorEqualsFunc.html#a71114c0e6c154a9cc3f5a1e380dfc454">cutlass::reference::host::detail::TensorEqualsFunc::result</a></div><div class="ttdeci">bool result</div><div class="ttdef"><b>Definition:</b> host/tensor_compare.h:60</div></div>
<div class="ttc" id="namespacecutlass_1_1reference_1_1host_html_aa92b096c37d8a366390c368d17f21b85"><div class="ttname"><a href="namespacecutlass_1_1reference_1_1host.html#aa92b096c37d8a366390c368d17f21b85">cutlass::reference::host::TensorFind</a></div><div class="ttdeci">std::pair&lt; bool, Coord&lt; Layout::kRank &gt; &gt; TensorFind(TensorView&lt; Element, Layout &gt; const &amp;view, Element value)</div><div class="ttdoc">&lt; Layout function </div><div class="ttdef"><b>Definition:</b> host/tensor_compare.h:223</div></div>
<div class="ttc" id="cutlass_8h_html"><div class="ttname"><a href="cutlass_8h.html">cutlass.h</a></div><div class="ttdoc">Basic include for CUTLASS. </div></div>
<div class="ttc" id="structcutlass_1_1reference_1_1host_1_1detail_1_1TensorEqualsFunc_html_a15a7b08ee45105dc3d40b86426824c4c"><div class="ttname"><a href="structcutlass_1_1reference_1_1host_1_1detail_1_1TensorEqualsFunc.html#a15a7b08ee45105dc3d40b86426824c4c">cutlass::reference::host::detail::TensorEqualsFunc::rhs</a></div><div class="ttdeci">TensorView&lt; Element, Layout &gt; rhs</div><div class="ttdef"><b>Definition:</b> host/tensor_compare.h:59</div></div>
<div class="ttc" id="structcutlass_1_1reference_1_1host_1_1detail_1_1TensorEqualsFunc_html"><div class="ttname"><a href="structcutlass_1_1reference_1_1host_1_1detail_1_1TensorEqualsFunc.html">cutlass::reference::host::detail::TensorEqualsFunc</a></div><div class="ttdoc">&lt; Layout function </div><div class="ttdef"><b>Definition:</b> host/tensor_compare.h:52</div></div>
<div class="ttc" id="host_2tensor__foreach_8h_html"><div class="ttname"><a href="host_2tensor__foreach_8h.html">tensor_foreach.h</a></div></div>
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